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--></div><span class="rc-EffortText caption-text text-hint">1 min</span></div></div></a></li><li><a data-click-key="open_course_home.item_layout.click.item_link" data-click-value="{&quot;namespace&quot;:{&quot;app&quot;:&quot;open_course_home&quot;,&quot;page&quot;:&quot;item_layout&quot;,&quot;component&quot;:&quot;item_link&quot;,&quot;action&quot;:&quot;click&quot;},&quot;open_course_slug&quot;:&quot;tensorflow-sequences-time-series-and-prediction&quot;,&quot;course_id&quot;:&quot;0A7WBYfuEemoiA62n0CmxA&quot;,&quot;item_id&quot;:&quot;EcIxw&quot;,&quot;itemId&quot;:&quot;2xQim&quot;,&quot;schema_type&quot;:&quot;FRONTEND&quot;,&quot;href&quot;:&quot;/learn/tensorflow-sequences-time-series-and-prediction/lecture/2xQim/adjusting-the-learning-rate-dynamically&quot;}" data-track="true" data-track-app="open_course_home" data-track-page="item_layout" data-track-action="click" data-track-component="item_link" data-track-href="/learn/tensorflow-sequences-time-series-and-prediction/lecture/2xQim/adjusting-the-learning-rate-dynamically" href="https://www.coursera.org/learn/tensorflow-sequences-time-series-and-prediction/lecture/2xQim/adjusting-the-learning-rate-dynamically" class="nostyle" aria-label=" lecture Adjusting the learning rate dynamically 2 min estimated time to complete."><div class="Box_120drhm-o_O-startJustify_5bl4d6-o_O-displayflex_poyjc rc-NavSingleItemDisplay"><div class="rc-NavItemIcon"><svg fill="#1F8354" class="SvgIcon_8wfvj4" viewBox="0 0 48 48" role="img" aria-labelledby="SolidCheckb9ed3c61-e634-4109-d2ac-1f5ce1036396 SolidCheckb9ed3c61-e634-4109-d2ac-1f5ce1036396Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(54, 59, 66); height: 20px; width: 20px; margin-right: 12px;"><title id="SolidCheckb9ed3c61-e634-4109-d2ac-1f5ce1036396">Solid Check</title><path d="M1 24C1 11.318375 11.318375 1 24 1s23 10.318375 23 23-10.318375 23-23 23S1 36.681625 1 24zm20.980957 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data-click-value="{&quot;namespace&quot;:{&quot;app&quot;:&quot;open_course_home&quot;,&quot;page&quot;:&quot;item_layout&quot;,&quot;component&quot;:&quot;item_link&quot;,&quot;action&quot;:&quot;click&quot;},&quot;open_course_slug&quot;:&quot;tensorflow-sequences-time-series-and-prediction&quot;,&quot;course_id&quot;:&quot;0A7WBYfuEemoiA62n0CmxA&quot;,&quot;item_id&quot;:&quot;EcIxw&quot;,&quot;itemId&quot;:&quot;umYJD&quot;,&quot;schema_type&quot;:&quot;FRONTEND&quot;,&quot;href&quot;:&quot;/learn/tensorflow-sequences-time-series-and-prediction/supplement/umYJD/more-info-on-huber-loss&quot;}" data-track="true" data-track-app="open_course_home" data-track-page="item_layout" data-track-action="click" data-track-component="item_link" data-track-href="/learn/tensorflow-sequences-time-series-and-prediction/supplement/umYJD/more-info-on-huber-loss" href="https://www.coursera.org/learn/tensorflow-sequences-time-series-and-prediction/supplement/umYJD/more-info-on-huber-loss" class="nostyle" aria-label=" supplement More info on Huber loss 10 min estimated time to complete."><div class="Box_120drhm-o_O-startJustify_5bl4d6-o_O-displayflex_poyjc rc-NavSingleItemDisplay"><div class="rc-NavItemIcon"><svg fill="#1F8354" class="SvgIcon_8wfvj4" viewBox="0 0 48 48" role="img" aria-labelledby="SolidChecka2478a82-b369-4b12-ae77-2e34aefc9a67 SolidChecka2478a82-b369-4b12-ae77-2e34aefc9a67Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(54, 59, 66); height: 20px; width: 20px; margin-right: 12px;"><title id="SolidChecka2478a82-b369-4b12-ae77-2e34aefc9a67">Solid Check</title><path d="M1 24C1 11.318375 11.318375 1 24 1s23 10.318375 23 23-10.318375 23-23 23S1 36.681625 1 24zm20.980957 4.2558594l-7.7418213-7.0596924L12 23.5592041l9.980957 9.6016846 15.2832032-16.4852295L34.9130859 14 21.980957 28.2558594z" fill="#1F8354" role="presentation"></path></svg></div><div><div class="rc-NavItemName caption-text"><strong>Reading: </strong><span class="rc-A11yScreenReaderOnly">Reading</span><!-- react-text: 308 -->More info on Huber loss<!-- /react-text --></div><span class="rc-EffortText caption-text text-hint">10 min</span></div></div></a></li><li><a data-click-key="open_course_home.item_layout.click.item_link" data-click-value="{&quot;namespace&quot;:{&quot;app&quot;:&quot;open_course_home&quot;,&quot;page&quot;:&quot;item_layout&quot;,&quot;component&quot;:&quot;item_link&quot;,&quot;action&quot;:&quot;click&quot;},&quot;open_course_slug&quot;:&quot;tensorflow-sequences-time-series-and-prediction&quot;,&quot;course_id&quot;:&quot;0A7WBYfuEemoiA62n0CmxA&quot;,&quot;item_id&quot;:&quot;EcIxw&quot;,&quot;itemId&quot;:&quot;5W1Rw&quot;,&quot;schema_type&quot;:&quot;FRONTEND&quot;,&quot;href&quot;:&quot;/learn/tensorflow-sequences-time-series-and-prediction/lecture/5W1Rw/rnn&quot;}" data-track="true" data-track-app="open_course_home" data-track-page="item_layout" data-track-action="click" data-track-component="item_link" data-track-href="/learn/tensorflow-sequences-time-series-and-prediction/lecture/5W1Rw/rnn" href="https://www.coursera.org/learn/tensorflow-sequences-time-series-and-prediction/lecture/5W1Rw/rnn" class="nostyle" aria-label=" lecture RNN 1 min estimated time to complete."><div class="Box_120drhm-o_O-startJustify_5bl4d6-o_O-displayflex_poyjc rc-NavSingleItemDisplay"><div class="rc-NavItemIcon"><svg fill="#1F8354" class="SvgIcon_8wfvj4" viewBox="0 0 48 48" role="img" aria-labelledby="SolidChecke03ce576-258e-4d51-9540-c574d71e8bd1 SolidChecke03ce576-258e-4d51-9540-c574d71e8bd1Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(54, 59, 66); height: 20px; width: 20px; margin-right: 12px;"><title id="SolidChecke03ce576-258e-4d51-9540-c574d71e8bd1">Solid Check</title><path d="M1 24C1 11.318375 11.318375 1 24 1s23 10.318375 23 23-10.318375 23-23 23S1 36.681625 1 24zm20.980957 4.2558594l-7.7418213-7.0596924L12 23.5592041l9.980957 9.6016846 15.2832032-16.4852295L34.9130859 14 21.980957 28.2558594z" fill="#1F8354" role="presentation"></path></svg></div><div><div class="rc-NavItemName caption-text"><strong>Video: </strong><span class="rc-A11yScreenReaderOnly">Lecture</span><!-- react-text: 321 -->RNN<!-- /react-text --></div><span class="rc-EffortText caption-text text-hint">1 min</span></div></div></a></li><li><a data-click-key="open_course_home.item_layout.click.item_link" data-click-value="{&quot;namespace&quot;:{&quot;app&quot;:&quot;open_course_home&quot;,&quot;page&quot;:&quot;item_layout&quot;,&quot;component&quot;:&quot;item_link&quot;,&quot;action&quot;:&quot;click&quot;},&quot;open_course_slug&quot;:&quot;tensorflow-sequences-time-series-and-prediction&quot;,&quot;course_id&quot;:&quot;0A7WBYfuEemoiA62n0CmxA&quot;,&quot;item_id&quot;:&quot;EcIxw&quot;,&quot;itemId&quot;:&quot;Vv3If&quot;,&quot;schema_type&quot;:&quot;FRONTEND&quot;,&quot;href&quot;:&quot;/learn/tensorflow-sequences-time-series-and-prediction/supplement/Vv3If/rnn-notebook&quot;}" data-track="true" data-track-app="open_course_home" data-track-page="item_layout" data-track-action="click" data-track-component="item_link" data-track-href="/learn/tensorflow-sequences-time-series-and-prediction/supplement/Vv3If/rnn-notebook" href="https://www.coursera.org/learn/tensorflow-sequences-time-series-and-prediction/supplement/Vv3If/rnn-notebook" class="nostyle" aria-label=" supplement RNN notebook 10 min estimated time to complete."><div class="Box_120drhm-o_O-startJustify_5bl4d6-o_O-displayflex_poyjc rc-NavSingleItemDisplay"><div class="rc-NavItemIcon"><svg fill="#1F8354" class="SvgIcon_8wfvj4" viewBox="0 0 48 48" role="img" aria-labelledby="SolidCheck00f08721-0a7c-49c9-9aef-974e8a13f4f1 SolidCheck00f08721-0a7c-49c9-9aef-974e8a13f4f1Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(54, 59, 66); height: 20px; width: 20px; margin-right: 12px;"><title id="SolidCheck00f08721-0a7c-49c9-9aef-974e8a13f4f1">Solid Check</title><path d="M1 24C1 11.318375 11.318375 1 24 1s23 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data-click-value="{&quot;namespace&quot;:{&quot;app&quot;:&quot;open_course_home&quot;,&quot;page&quot;:&quot;item_layout&quot;,&quot;component&quot;:&quot;item_link&quot;,&quot;action&quot;:&quot;click&quot;},&quot;open_course_slug&quot;:&quot;tensorflow-sequences-time-series-and-prediction&quot;,&quot;course_id&quot;:&quot;0A7WBYfuEemoiA62n0CmxA&quot;,&quot;item_id&quot;:&quot;EcIxw&quot;,&quot;itemId&quot;:&quot;5Iebr&quot;,&quot;schema_type&quot;:&quot;FRONTEND&quot;,&quot;href&quot;:&quot;/learn/tensorflow-sequences-time-series-and-prediction/lecture/5Iebr/lstm&quot;}" data-track="true" data-track-app="open_course_home" data-track-page="item_layout" data-track-action="click" data-track-component="item_link" data-track-href="/learn/tensorflow-sequences-time-series-and-prediction/lecture/5Iebr/lstm" href="https://www.coursera.org/learn/tensorflow-sequences-time-series-and-prediction/lecture/5Iebr/lstm" class="nostyle" aria-label=" lecture LSTM 1 min estimated time to complete."><div class="Box_120drhm-o_O-startJustify_5bl4d6-o_O-displayflex_poyjc rc-NavSingleItemDisplay"><div class="rc-NavItemIcon"><svg fill="#1F8354" class="SvgIcon_8wfvj4" viewBox="0 0 48 48" role="img" aria-labelledby="SolidCheck99990f99-fe31-4368-b038-8a39366cbd98 SolidCheck99990f99-fe31-4368-b038-8a39366cbd98Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(54, 59, 66); height: 20px; width: 20px; margin-right: 12px;"><title id="SolidCheck99990f99-fe31-4368-b038-8a39366cbd98">Solid Check</title><path d="M1 24C1 11.318375 11.318375 1 24 1s23 10.318375 23 23-10.318375 23-23 23S1 36.681625 1 24zm20.980957 4.2558594l-7.7418213-7.0596924L12 23.5592041l9.980957 9.6016846 15.2832032-16.4852295L34.9130859 14 21.980957 28.2558594z" fill="#1F8354" role="presentation"></path></svg></div><div><div class="rc-NavItemName caption-text"><strong>Video: </strong><span class="rc-A11yScreenReaderOnly">Lecture</span><!-- react-text: 347 -->LSTM<!-- /react-text --></div><span class="rc-EffortText caption-text text-hint">1 min</span></div></div></a></li><li><a data-click-key="open_course_home.item_layout.click.item_link" data-click-value="{&quot;namespace&quot;:{&quot;app&quot;:&quot;open_course_home&quot;,&quot;page&quot;:&quot;item_layout&quot;,&quot;component&quot;:&quot;item_link&quot;,&quot;action&quot;:&quot;click&quot;},&quot;open_course_slug&quot;:&quot;tensorflow-sequences-time-series-and-prediction&quot;,&quot;course_id&quot;:&quot;0A7WBYfuEemoiA62n0CmxA&quot;,&quot;item_id&quot;:&quot;EcIxw&quot;,&quot;itemId&quot;:&quot;Ls0UU&quot;,&quot;schema_type&quot;:&quot;FRONTEND&quot;,&quot;href&quot;:&quot;/learn/tensorflow-sequences-time-series-and-prediction/supplement/Ls0UU/link-to-the-lstm-lesson&quot;}" data-track="true" data-track-app="open_course_home" data-track-page="item_layout" data-track-action="click" data-track-component="item_link" data-track-href="/learn/tensorflow-sequences-time-series-and-prediction/supplement/Ls0UU/link-to-the-lstm-lesson" href="https://www.coursera.org/learn/tensorflow-sequences-time-series-and-prediction/supplement/Ls0UU/link-to-the-lstm-lesson" class="nostyle" aria-label=" supplement Link to the LSTM lesson 10 min estimated time to complete."><div class="Box_120drhm-o_O-startJustify_5bl4d6-o_O-displayflex_poyjc rc-NavSingleItemDisplay"><div class="rc-NavItemIcon"><svg fill="#1F8354" class="SvgIcon_8wfvj4" viewBox="0 0 48 48" role="img" aria-labelledby="SolidCheckcf33f7e1-81e5-46f5-f2b3-fa6cfbb208b6 SolidCheckcf33f7e1-81e5-46f5-f2b3-fa6cfbb208b6Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(54, 59, 66); height: 20px; width: 20px; margin-right: 12px;"><title id="SolidCheckcf33f7e1-81e5-46f5-f2b3-fa6cfbb208b6">Solid Check</title><path d="M1 24C1 11.318375 11.318375 1 24 1s23 10.318375 23 23-10.318375 23-23 23S1 36.681625 1 24zm20.980957 4.2558594l-7.7418213-7.0596924L12 23.5592041l9.980957 9.6016846 15.2832032-16.4852295L34.9130859 14 21.980957 28.2558594z" fill="#1F8354" role="presentation"></path></svg></div><div><div class="rc-NavItemName caption-text"><strong>Reading: </strong><span class="rc-A11yScreenReaderOnly">Reading</span><!-- react-text: 360 -->Link to the LSTM lesson<!-- /react-text --></div><span class="rc-EffortText caption-text text-hint">10 min</span></div></div></a></li><li><a data-click-key="open_course_home.item_layout.click.item_link" data-click-value="{&quot;namespace&quot;:{&quot;app&quot;:&quot;open_course_home&quot;,&quot;page&quot;:&quot;item_layout&quot;,&quot;component&quot;:&quot;item_link&quot;,&quot;action&quot;:&quot;click&quot;},&quot;open_course_slug&quot;:&quot;tensorflow-sequences-time-series-and-prediction&quot;,&quot;course_id&quot;:&quot;0A7WBYfuEemoiA62n0CmxA&quot;,&quot;item_id&quot;:&quot;EcIxw&quot;,&quot;itemId&quot;:&quot;8u3wq&quot;,&quot;schema_type&quot;:&quot;FRONTEND&quot;,&quot;href&quot;:&quot;/learn/tensorflow-sequences-time-series-and-prediction/lecture/8u3wq/coding-lstms&quot;}" data-track="true" data-track-app="open_course_home" data-track-page="item_layout" data-track-action="click" data-track-component="item_link" data-track-href="/learn/tensorflow-sequences-time-series-and-prediction/lecture/8u3wq/coding-lstms" href="https://www.coursera.org/learn/tensorflow-sequences-time-series-and-prediction/lecture/8u3wq/coding-lstms" class="nostyle" aria-label=" lecture Coding LSTMs 2 min estimated time to complete."><div class="Box_120drhm-o_O-startJustify_5bl4d6-o_O-displayflex_poyjc rc-NavSingleItemDisplay"><div class="rc-NavItemIcon"><svg fill="#1F8354" class="SvgIcon_8wfvj4" viewBox="0 0 48 48" role="img" aria-labelledby="SolidCheck13a2de80-deb4-4eda-e774-e79996f3e695 SolidCheck13a2de80-deb4-4eda-e774-e79996f3e695Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(54, 59, 66); height: 20px; width: 20px; margin-right: 12px;"><title id="SolidCheck13a2de80-deb4-4eda-e774-e79996f3e695">Solid Check</title><path d="M1 24C1 11.318375 11.318375 1 24 1s23 10.318375 23 23-10.318375 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data-click-value="{&quot;namespace&quot;:{&quot;app&quot;:&quot;open_course_home&quot;,&quot;page&quot;:&quot;item_layout&quot;,&quot;component&quot;:&quot;item_link&quot;,&quot;action&quot;:&quot;click&quot;},&quot;open_course_slug&quot;:&quot;tensorflow-sequences-time-series-and-prediction&quot;,&quot;course_id&quot;:&quot;0A7WBYfuEemoiA62n0CmxA&quot;,&quot;item_id&quot;:&quot;EcIxw&quot;,&quot;itemId&quot;:&quot;IqcpX&quot;,&quot;schema_type&quot;:&quot;FRONTEND&quot;,&quot;href&quot;:&quot;/learn/tensorflow-sequences-time-series-and-prediction/lecture/IqcpX/more-on-lstm&quot;}" data-track="true" data-track-app="open_course_home" data-track-page="item_layout" data-track-action="click" data-track-component="item_link" data-track-href="/learn/tensorflow-sequences-time-series-and-prediction/lecture/IqcpX/more-on-lstm" href="https://www.coursera.org/learn/tensorflow-sequences-time-series-and-prediction/lecture/IqcpX/more-on-lstm" class="nostyle" aria-label=" lecture More on LSTM 1 min estimated time to complete."><div class="Box_120drhm-o_O-startJustify_5bl4d6-o_O-displayflex_poyjc rc-NavSingleItemDisplay"><div class="rc-NavItemIcon"><svg fill="#1F8354" class="SvgIcon_8wfvj4" viewBox="0 0 48 48" role="img" aria-labelledby="SolidCheckcd9b1b38-37f8-4651-8ef0-be103b07ad16 SolidCheckcd9b1b38-37f8-4651-8ef0-be103b07ad16Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(54, 59, 66); height: 20px; width: 20px; margin-right: 12px;"><title id="SolidCheckcd9b1b38-37f8-4651-8ef0-be103b07ad16">Solid Check</title><path d="M1 24C1 11.318375 11.318375 1 24 1s23 10.318375 23 23-10.318375 23-23 23S1 36.681625 1 24zm20.980957 4.2558594l-7.7418213-7.0596924L12 23.5592041l9.980957 9.6016846 15.2832032-16.4852295L34.9130859 14 21.980957 28.2558594z" fill="#1F8354" role="presentation"></path></svg></div><div><div class="rc-NavItemName caption-text"><strong>Video: </strong><span class="rc-A11yScreenReaderOnly">Lecture</span><!-- react-text: 386 -->More on LSTM<!-- /react-text --></div><span class="rc-EffortText caption-text text-hint">1 min</span></div></div></a></li><li><a data-click-key="open_course_home.item_layout.click.item_link" data-click-value="{&quot;namespace&quot;:{&quot;app&quot;:&quot;open_course_home&quot;,&quot;page&quot;:&quot;item_layout&quot;,&quot;component&quot;:&quot;item_link&quot;,&quot;action&quot;:&quot;click&quot;},&quot;open_course_slug&quot;:&quot;tensorflow-sequences-time-series-and-prediction&quot;,&quot;course_id&quot;:&quot;0A7WBYfuEemoiA62n0CmxA&quot;,&quot;item_id&quot;:&quot;EcIxw&quot;,&quot;itemId&quot;:&quot;EtewX&quot;,&quot;schema_type&quot;:&quot;FRONTEND&quot;,&quot;href&quot;:&quot;/learn/tensorflow-sequences-time-series-and-prediction/supplement/EtewX/lstm-notebook&quot;}" data-track="true" data-track-app="open_course_home" data-track-page="item_layout" data-track-action="click" data-track-component="item_link" data-track-href="/learn/tensorflow-sequences-time-series-and-prediction/supplement/EtewX/lstm-notebook" href="https://www.coursera.org/learn/tensorflow-sequences-time-series-and-prediction/supplement/EtewX/lstm-notebook" class="nostyle" aria-label=" supplement LSTM notebook 10 min estimated time to complete."><div class="Box_120drhm-o_O-startJustify_5bl4d6-o_O-displayflex_poyjc rc-NavSingleItemDisplay"><div class="rc-NavItemIcon"><svg fill="#1F8354" class="SvgIcon_8wfvj4" viewBox="0 0 48 48" role="img" aria-labelledby="SolidCheck5fab06f3-a2c2-43dd-8134-26cdba4f1b93 SolidCheck5fab06f3-a2c2-43dd-8134-26cdba4f1b93Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(54, 59, 66); height: 20px; width: 20px; margin-right: 12px;"><title id="SolidCheck5fab06f3-a2c2-43dd-8134-26cdba4f1b93">Solid Check</title><path d="M1 24C1 11.318375 11.318375 1 24 1s23 10.318375 23 23-10.318375 23-23 23S1 36.681625 1 24zm20.980957 4.2558594l-7.7418213-7.0596924L12 23.5592041l9.980957 9.6016846 15.2832032-16.4852295L34.9130859 14 21.980957 28.2558594z" fill="#1F8354" 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/* globals coursera */
/* eslint-disable quotes */
coursera.user = (function() {
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    return JSON.parse(userJson);
  } catch (e) {
    return {};
  }
})();
/* globals coursera*/
// Defines a named AMD module containing the course ID
coursera.courseId = (function() {
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})();
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You passed!<!-- /react-text --><div class="rc-AttemptPageTopBanner__passing-data"><span class="Label_1beyr46-o_O-weightBold_uvlhiv-o_O-bold_1byw3y2">To Pass</span><!-- react-text: 689 -->&nbsp;<!-- /react-text --><span class="Caption_1838hiz-o_O-weightNormal_s9jwp5-o_O-fontBody_56f0wi"><span>80% or higher</span></span></div></div></div></div><div class="rc-AttemptPageTopBanner__right-side-content"><div class="rc-AttemptPageTopBanner__button-group"><div class="rc-AttemptPageTopBanner__button-container"><button class="Button_1w8tm98-o_O-primary_cv02ee-o_O-sm_pd780u"><span class="Box_120drhm-o_O-centerJustify_1nezfbd-o_O-centerAlign_19zvu2s-o_O-displayflex_poyjc"><!-- react-text: 697 -->Keep Learning<!-- /react-text --></span></button></div></div><div class="rc-AttemptPageTopBanner__grade-info"><div class="rc-AttemptPageTopBanner__grade-label"><span class="Label_1beyr46-o_O-weightBold_uvlhiv-o_O-bold_1byw3y2">Grade</span></div><div class="rc-AttemptPageTopBanner__grade-percent rc-AttemptPageTopBanner__grade-percent--passed"><!-- react-text: 702 -->100%<!-- /react-text --><!-- react-empty: 703 --></div></div></div></div></div></div><div class="rc-TunnelVisionWrapper__content-body"><div class="rc-AttemptPage"><div class="rc-AttemptPage__header"><h2 class="H2_1pmnvep-o_O-weightBold_uvlhiv-o_O-bold_1byw3y2">Week 3 Quiz</h2><div class="rc-AttemptPage__submission-grade"><span class="Label_1beyr46-o_O-weightBold_uvlhiv-o_O-bold_1byw3y2">Latest Submission Grade</span><div class="rc-AttemptPage__grade-percent">100%</div></div></div><div class="rc-AttemptPage__prompts"><div class="rc-FormPartsQuestion"><div class="rc-FormPartsQuestion__question"><fieldset><div class="Strong_gjs17i-o_O-weightBold_uvlhiv-o_O-fontBody_56f0wi rc-FormPartsQuestion__prompt"><p class="rc-FormPartsQuestion__questionNumber"><!-- react-text: 57 -->1<!-- /react-text --><!-- react-text: 58 -->.<!-- /react-text --><span class="screenreader-only"><span>Question 1</span></span></p><div id="" class="rc-CML styled" dir="auto"><div><p><strong>If X is the standard notation for the input to an RNN, what are the standard notations for the outputs?</strong></p></div></div></div><div class="rc-FormPartsQuestion__content"><div class="rc-FormPartCA"><div class="rc-FormPartsMcq"><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUncheckede52763ce-c3bd-4b6c-831a-584a8b2a355b RadioUncheckede52763ce-c3bd-4b6c-831a-584a8b2a355bDesc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUncheckede52763ce-c3bd-4b6c-831a-584a8b2a355b">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.30066635075549786" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>Y</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUnchecked6c495e2f-df56-4c43-b4ce-e362737605e9 RadioUnchecked6c495e2f-df56-4c43-b4ce-e362737605e9Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUnchecked6c495e2f-df56-4c43-b4ce-e362737605e9">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.7403739470525932" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>H</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioChecked11b44c6d-cfd1-48de-ce07-45f8d45cd9cd RadioChecked11b44c6d-cfd1-48de-ce07-45f8d45cd9cdDesc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(42, 115, 204); height: 24px; width: 24px;"><title id="RadioChecked11b44c6d-cfd1-48de-ce07-45f8d45cd9cd">Radio Checked</title><path d="M12 7c-2.76 0-5 2.24-5 5s2.24 5 5 5 5-2.24 5-5-2.24-5-5-5zm0-5C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.2862468612814473" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>Y(hat) and H</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUncheckedf8e263c9-1f97-42a2-d041-3f679799eabf RadioUncheckedf8e263c9-1f97-42a2-d041-3f679799eabfDesc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUncheckedf8e263c9-1f97-42a2-d041-3f679799eabf">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.307740216387151" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>H(hat) and Y</strong></p><p></p></div></div></div></span></label></div><div class="rc-GradeNotification rc-GradeNotification--success"><div class="rc-GradeNotification__IconContainer"><svg class="SvgIcon_8wfvj4" viewBox="0 0 48 48" role="img" aria-labelledby="Check1d002c86-7201-4009-995c-167f8d29a03c Check1d002c86-7201-4009-995c-167f8d29a03cDesc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(31, 131, 84); height: 28px; width: 28px;"><title id="Check1d002c86-7201-4009-995c-167f8d29a03c">Check</title><polygon points="17.4333333 31.6416667 8.85833333 23.0666667 6 25.925 17.4333333 37.3583333 41.9333333 12.8583333 39.075 10" role="presentation"></polygon></svg></div><div class="rc-GradeNotification__notificationInfoContainer"><div class="rc-GradeNotification__notificationInfo"><div class="Caption_1838hiz-o_O-weightNormal_s9jwp5-o_O-fontBody_56f0wi rc-GradeNotification__label">Correct</div></div></div></div></div></div></div></fieldset></div><div class="rc-FormPartsQuestion__points"><div class="rc-QuestionPoints"><span class="Pill_56iw91 rc-QuestionPoints__pill" style="height: 1.5rem; border-radius: 1.5rem; line-height: 1.125rem; font-size: 0.75rem; color: rgb(255, 255, 255); font-weight: bold; background-color: rgb(136, 136, 136);"><span class="centerContent_dqfu5r"><span class=""></span><span class="centerContent_dqfu5r-o_O-childContainer_1dy709p"><span>1 / 1 point</span></span></span></span></div></div></div><div class="rc-FormPartsQuestion"><div class="rc-FormPartsQuestion__question"><fieldset><div class="Strong_gjs17i-o_O-weightBold_uvlhiv-o_O-fontBody_56f0wi rc-FormPartsQuestion__prompt"><p class="rc-FormPartsQuestion__questionNumber"><!-- react-text: 123 -->2<!-- /react-text --><!-- react-text: 124 -->.<!-- /react-text --><span class="screenreader-only"><span>Question 2</span></span></p><div id="" class="rc-CML styled" dir="auto"><div><p><strong>What is a sequence to vector if an RNN has 30 cells numbered 0 to 29</strong></p></div></div></div><div class="rc-FormPartsQuestion__content"><div class="rc-FormPartCA"><div class="rc-FormPartsMcq"><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioCheckedb31a1929-4252-43de-c7e7-a5c020215d4f RadioCheckedb31a1929-4252-43de-c7e7-a5c020215d4fDesc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(42, 115, 204); height: 24px; width: 24px;"><title id="RadioCheckedb31a1929-4252-43de-c7e7-a5c020215d4f">Radio Checked</title><path d="M12 7c-2.76 0-5 2.24-5 5s2.24 5 5 5 5-2.24 5-5-2.24-5-5-5zm0-5C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.2478534752004371" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>The Y(hat) for the last cell</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUnchecked4f57511b-57e4-4236-ba26-6e2ee6a0dcfc RadioUnchecked4f57511b-57e4-4236-ba26-6e2ee6a0dcfcDesc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUnchecked4f57511b-57e4-4236-ba26-6e2ee6a0dcfc">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.8799011409201802" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>The average Y(hat) for all 30 cells</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUnchecked4cec0934-c819-4a4d-aa8d-5dc74109e218 RadioUnchecked4cec0934-c819-4a4d-aa8d-5dc74109e218Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUnchecked4cec0934-c819-4a4d-aa8d-5dc74109e218">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.3130193921315101" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>The total Y(hat) for all cells</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUncheckedb88fa27c-0dc5-473b-bac1-b3905bf30243 RadioUncheckedb88fa27c-0dc5-473b-bac1-b3905bf30243Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUncheckedb88fa27c-0dc5-473b-bac1-b3905bf30243">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.39155772724829485" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>The Y(hat) for the first cell</strong></p></div></div></div></span></label></div><div class="rc-GradeNotification rc-GradeNotification--success"><div class="rc-GradeNotification__IconContainer"><svg class="SvgIcon_8wfvj4" viewBox="0 0 48 48" role="img" aria-labelledby="Checkb9711069-2ebd-4d90-b73f-8cf1dd97c211 Checkb9711069-2ebd-4d90-b73f-8cf1dd97c211Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(31, 131, 84); height: 28px; width: 28px;"><title id="Checkb9711069-2ebd-4d90-b73f-8cf1dd97c211">Check</title><polygon points="17.4333333 31.6416667 8.85833333 23.0666667 6 25.925 17.4333333 37.3583333 41.9333333 12.8583333 39.075 10" role="presentation"></polygon></svg></div><div class="rc-GradeNotification__notificationInfoContainer"><div class="rc-GradeNotification__notificationInfo"><div class="Caption_1838hiz-o_O-weightNormal_s9jwp5-o_O-fontBody_56f0wi rc-GradeNotification__label">Correct</div></div></div></div></div></div></div></fieldset></div><div class="rc-FormPartsQuestion__points"><div class="rc-QuestionPoints"><span class="Pill_56iw91 rc-QuestionPoints__pill" style="height: 1.5rem; border-radius: 1.5rem; line-height: 1.125rem; font-size: 0.75rem; color: rgb(255, 255, 255); font-weight: bold; background-color: rgb(136, 136, 136);"><span class="centerContent_dqfu5r"><span class=""></span><span class="centerContent_dqfu5r-o_O-childContainer_1dy709p"><span>1 / 1 point</span></span></span></span></div></div></div><div class="rc-FormPartsQuestion"><div class="rc-FormPartsQuestion__question"><fieldset><div class="Strong_gjs17i-o_O-weightBold_uvlhiv-o_O-fontBody_56f0wi rc-FormPartsQuestion__prompt"><p class="rc-FormPartsQuestion__questionNumber"><!-- react-text: 189 -->3<!-- /react-text --><!-- react-text: 190 -->.<!-- /react-text --><span class="screenreader-only"><span>Question 3</span></span></p><div id="" class="rc-CML styled" dir="auto"><div><p><strong>What does a Lambda layer in a neural network do?</strong></p></div></div></div><div class="rc-FormPartsQuestion__content"><div class="rc-FormPartCA"><div class="rc-FormPartsMcq"><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioChecked432a9e5d-25f5-4aca-e412-0cbeaf2cc8db RadioChecked432a9e5d-25f5-4aca-e412-0cbeaf2cc8dbDesc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(42, 115, 204); height: 24px; width: 24px;"><title id="RadioChecked432a9e5d-25f5-4aca-e412-0cbeaf2cc8db">Radio Checked</title><path d="M12 7c-2.76 0-5 2.24-5 5s2.24 5 5 5 5-2.24 5-5-2.24-5-5-5zm0-5C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.291208574931636" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>Allows you to execute arbitrary code while training</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUnchecked9660a238-fdd4-4264-de25-4291bc9e7d37 RadioUnchecked9660a238-fdd4-4264-de25-4291bc9e7d37Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUnchecked9660a238-fdd4-4264-de25-4291bc9e7d37">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.5866246847641745" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>Changes the shape of the input or output data</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUnchecked3fa96a59-4116-4c1f-fb38-b6533fdb33d0 RadioUnchecked3fa96a59-4116-4c1f-fb38-b6533fdb33d0Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUnchecked3fa96a59-4116-4c1f-fb38-b6533fdb33d0">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.1858837009910439" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>There are no Lambda layers in a neural network</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUncheckedb3dc8cf4-1ca2-4b8a-dc92-5fe556ea2dff RadioUncheckedb3dc8cf4-1ca2-4b8a-dc92-5fe556ea2dffDesc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUncheckedb3dc8cf4-1ca2-4b8a-dc92-5fe556ea2dff">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.9386941124022992" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>Pauses training without a callback</strong></p></div></div></div></span></label></div><div class="rc-GradeNotification rc-GradeNotification--success"><div class="rc-GradeNotification__IconContainer"><svg class="SvgIcon_8wfvj4" viewBox="0 0 48 48" role="img" aria-labelledby="Checkeba76685-1a7e-499e-d0c3-3c8c38da9c00 Checkeba76685-1a7e-499e-d0c3-3c8c38da9c00Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(31, 131, 84); height: 28px; width: 28px;"><title id="Checkeba76685-1a7e-499e-d0c3-3c8c38da9c00">Check</title><polygon points="17.4333333 31.6416667 8.85833333 23.0666667 6 25.925 17.4333333 37.3583333 41.9333333 12.8583333 39.075 10" role="presentation"></polygon></svg></div><div class="rc-GradeNotification__notificationInfoContainer"><div class="rc-GradeNotification__notificationInfo"><div class="Caption_1838hiz-o_O-weightNormal_s9jwp5-o_O-fontBody_56f0wi rc-GradeNotification__label">Correct</div></div></div></div></div></div></div></fieldset></div><div class="rc-FormPartsQuestion__points"><div class="rc-QuestionPoints"><span class="Pill_56iw91 rc-QuestionPoints__pill" style="height: 1.5rem; border-radius: 1.5rem; line-height: 1.125rem; font-size: 0.75rem; color: rgb(255, 255, 255); font-weight: bold; background-color: rgb(136, 136, 136);"><span class="centerContent_dqfu5r"><span class=""></span><span class="centerContent_dqfu5r-o_O-childContainer_1dy709p"><span>1 / 1 point</span></span></span></span></div></div></div><div class="rc-FormPartsQuestion"><div class="rc-FormPartsQuestion__question"><fieldset><div class="Strong_gjs17i-o_O-weightBold_uvlhiv-o_O-fontBody_56f0wi rc-FormPartsQuestion__prompt"><p class="rc-FormPartsQuestion__questionNumber"><!-- react-text: 255 -->4<!-- /react-text --><!-- react-text: 256 -->.<!-- /react-text --><span class="screenreader-only"><span>Question 4</span></span></p><div id="" class="rc-CML styled" dir="auto"><div><p><strong>What does the axis parameter of tf.expand_dims do?</strong></p></div></div></div><div class="rc-FormPartsQuestion__content"><div class="rc-FormPartCA"><div class="rc-FormPartsMcq"><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUnchecked713590bc-b3fc-4e8d-d43c-f322c9930c1b RadioUnchecked713590bc-b3fc-4e8d-d43c-f322c9930c1bDesc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUnchecked713590bc-b3fc-4e8d-d43c-f322c9930c1b">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.9896307292613595" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>Defines if the tensor is X or Y</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUncheckeda5640e3e-45f8-4e36-8fbf-680eb845c840 RadioUncheckeda5640e3e-45f8-4e36-8fbf-680eb845c840Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUncheckeda5640e3e-45f8-4e36-8fbf-680eb845c840">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.6062239630942767" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>Defines the axis around which to expand the dimensions</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUncheckedc8de9d2b-9410-47f7-e6bd-59834596aa07 RadioUncheckedc8de9d2b-9410-47f7-e6bd-59834596aa07Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUncheckedc8de9d2b-9410-47f7-e6bd-59834596aa07">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.316148260842676" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>Defines the dimension index to remove when you expand the tensor</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioChecked1d7fa2a1-939c-4574-e8db-481ba317831e RadioChecked1d7fa2a1-939c-4574-e8db-481ba317831eDesc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(42, 115, 204); height: 24px; width: 24px;"><title id="RadioChecked1d7fa2a1-939c-4574-e8db-481ba317831e">Radio Checked</title><path d="M12 7c-2.76 0-5 2.24-5 5s2.24 5 5 5 5-2.24 5-5-2.24-5-5-5zm0-5C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.33106125125877917" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>Defines the dimension index at which you will expand the shape of the tensor </strong></p></div></div></div></span></label></div><div class="rc-GradeNotification rc-GradeNotification--success"><div class="rc-GradeNotification__IconContainer"><svg class="SvgIcon_8wfvj4" viewBox="0 0 48 48" role="img" aria-labelledby="Checkbd10cc71-1edf-4b94-a8a3-aa063019d1a1 Checkbd10cc71-1edf-4b94-a8a3-aa063019d1a1Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(31, 131, 84); height: 28px; width: 28px;"><title id="Checkbd10cc71-1edf-4b94-a8a3-aa063019d1a1">Check</title><polygon points="17.4333333 31.6416667 8.85833333 23.0666667 6 25.925 17.4333333 37.3583333 41.9333333 12.8583333 39.075 10" role="presentation"></polygon></svg></div><div class="rc-GradeNotification__notificationInfoContainer"><div class="rc-GradeNotification__notificationInfo"><div class="Caption_1838hiz-o_O-weightNormal_s9jwp5-o_O-fontBody_56f0wi rc-GradeNotification__label">Correct</div></div></div></div></div></div></div></fieldset></div><div class="rc-FormPartsQuestion__points"><div class="rc-QuestionPoints"><span class="Pill_56iw91 rc-QuestionPoints__pill" style="height: 1.5rem; border-radius: 1.5rem; line-height: 1.125rem; font-size: 0.75rem; color: rgb(255, 255, 255); font-weight: bold; background-color: rgb(136, 136, 136);"><span class="centerContent_dqfu5r"><span class=""></span><span class="centerContent_dqfu5r-o_O-childContainer_1dy709p"><span>1 / 1 point</span></span></span></span></div></div></div><div class="rc-FormPartsQuestion"><div class="rc-FormPartsQuestion__question"><fieldset><div class="Strong_gjs17i-o_O-weightBold_uvlhiv-o_O-fontBody_56f0wi rc-FormPartsQuestion__prompt"><p class="rc-FormPartsQuestion__questionNumber"><!-- react-text: 321 -->5<!-- /react-text --><!-- react-text: 322 -->.<!-- /react-text --><span class="screenreader-only"><span>Question 5</span></span></p><div id="" class="rc-CML styled" dir="auto"><div><p><strong>A new loss function was introduced in this module, named after a famous statistician. What is it called?</strong></p></div></div></div><div class="rc-FormPartsQuestion__content"><div class="rc-FormPartCA"><div class="rc-FormPartsMcq"><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioChecked35a447dc-ae37-46a8-b0d7-5fddaa091163 RadioChecked35a447dc-ae37-46a8-b0d7-5fddaa091163Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(42, 115, 204); height: 24px; width: 24px;"><title id="RadioChecked35a447dc-ae37-46a8-b0d7-5fddaa091163">Radio Checked</title><path d="M12 7c-2.76 0-5 2.24-5 5s2.24 5 5 5 5-2.24 5-5-2.24-5-5-5zm0-5C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.6874528280578154" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>Huber loss</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUncheckedb911ee0e-af28-44b3-9abf-2c46c991ea46 RadioUncheckedb911ee0e-af28-44b3-9abf-2c46c991ea46Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUncheckedb911ee0e-af28-44b3-9abf-2c46c991ea46">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.9544560741895272" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>Hawking loss</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUnchecked5789028f-f80e-41a4-ce68-1162150581b3 RadioUnchecked5789028f-f80e-41a4-ce68-1162150581b3Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUnchecked5789028f-f80e-41a4-ce68-1162150581b3">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.9694674786436561" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>Hubble loss</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUncheckedb40f7505-464e-4ed0-e247-5317599364ec RadioUncheckedb40f7505-464e-4ed0-e247-5317599364ecDesc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUncheckedb40f7505-464e-4ed0-e247-5317599364ec">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.020731548527160193" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>Hyatt loss</strong></p></div></div></div></span></label></div><div class="rc-GradeNotification rc-GradeNotification--success"><div class="rc-GradeNotification__IconContainer"><svg class="SvgIcon_8wfvj4" viewBox="0 0 48 48" role="img" aria-labelledby="Check3c1a9b86-6624-4ae4-8ddb-cc6f18deeb6f Check3c1a9b86-6624-4ae4-8ddb-cc6f18deeb6fDesc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(31, 131, 84); height: 28px; width: 28px;"><title id="Check3c1a9b86-6624-4ae4-8ddb-cc6f18deeb6f">Check</title><polygon points="17.4333333 31.6416667 8.85833333 23.0666667 6 25.925 17.4333333 37.3583333 41.9333333 12.8583333 39.075 10" role="presentation"></polygon></svg></div><div class="rc-GradeNotification__notificationInfoContainer"><div class="rc-GradeNotification__notificationInfo"><div class="Caption_1838hiz-o_O-weightNormal_s9jwp5-o_O-fontBody_56f0wi rc-GradeNotification__label">Correct</div></div></div></div></div></div></div></fieldset></div><div class="rc-FormPartsQuestion__points"><div class="rc-QuestionPoints"><span class="Pill_56iw91 rc-QuestionPoints__pill" style="height: 1.5rem; border-radius: 1.5rem; line-height: 1.125rem; font-size: 0.75rem; color: rgb(255, 255, 255); font-weight: bold; background-color: rgb(136, 136, 136);"><span class="centerContent_dqfu5r"><span class=""></span><span class="centerContent_dqfu5r-o_O-childContainer_1dy709p"><span>1 / 1 point</span></span></span></span></div></div></div><div class="rc-FormPartsQuestion"><div class="rc-FormPartsQuestion__question"><fieldset><div class="Strong_gjs17i-o_O-weightBold_uvlhiv-o_O-fontBody_56f0wi rc-FormPartsQuestion__prompt"><p class="rc-FormPartsQuestion__questionNumber"><!-- react-text: 387 -->6<!-- /react-text --><!-- react-text: 388 -->.<!-- /react-text --><span class="screenreader-only"><span>Question 6</span></span></p><div id="" class="rc-CML styled" dir="auto"><div><p><strong>What’s the primary difference between a simple RNN and an LSTM</strong></p></div></div></div><div class="rc-FormPartsQuestion__content"><div class="rc-FormPartCA"><div class="rc-FormPartsMcq"><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUncheckeda6af7510-b7b5-40f3-d501-3be34c6950cc RadioUncheckeda6af7510-b7b5-40f3-d501-3be34c6950ccDesc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUncheckeda6af7510-b7b5-40f3-d501-3be34c6950cc">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.5964805500486694" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>LSTMs have a single output, RNNs have multiple</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioCheckedd2e8b06a-062b-4ba2-c3d8-30f92feeb95f RadioCheckedd2e8b06a-062b-4ba2-c3d8-30f92feeb95fDesc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(42, 115, 204); height: 24px; width: 24px;"><title id="RadioCheckedd2e8b06a-062b-4ba2-c3d8-30f92feeb95f">Radio Checked</title><path d="M12 7c-2.76 0-5 2.24-5 5s2.24 5 5 5 5-2.24 5-5-2.24-5-5-5zm0-5C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.7006679502430206" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>In addition to the H output, LSTMs have a cell state that runs across all cells </strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUncheckedf6e9a82f-4724-4dd1-db02-cd4fb16e2c49 RadioUncheckedf6e9a82f-4724-4dd1-db02-cd4fb16e2c49Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUncheckedf6e9a82f-4724-4dd1-db02-cd4fb16e2c49">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.39783666786008265" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>LSTMs have multiple outputs, RNNs have a single one</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUncheckede18cdcdc-52bf-474c-f131-4b16a6c84f42 RadioUncheckede18cdcdc-52bf-474c-f131-4b16a6c84f42Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUncheckede18cdcdc-52bf-474c-f131-4b16a6c84f42">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.7126850663835804" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>In addition to the H output, RNNs have a cell state that runs across all cells </strong></p></div></div></div></span></label></div><div class="rc-GradeNotification rc-GradeNotification--success"><div class="rc-GradeNotification__IconContainer"><svg class="SvgIcon_8wfvj4" viewBox="0 0 48 48" role="img" aria-labelledby="Check8041d39c-a231-4804-cc17-72df7cd3dd37 Check8041d39c-a231-4804-cc17-72df7cd3dd37Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(31, 131, 84); height: 28px; width: 28px;"><title id="Check8041d39c-a231-4804-cc17-72df7cd3dd37">Check</title><polygon points="17.4333333 31.6416667 8.85833333 23.0666667 6 25.925 17.4333333 37.3583333 41.9333333 12.8583333 39.075 10" role="presentation"></polygon></svg></div><div class="rc-GradeNotification__notificationInfoContainer"><div class="rc-GradeNotification__notificationInfo"><div class="Caption_1838hiz-o_O-weightNormal_s9jwp5-o_O-fontBody_56f0wi rc-GradeNotification__label">Correct</div></div></div></div></div></div></div></fieldset></div><div class="rc-FormPartsQuestion__points"><div class="rc-QuestionPoints"><span class="Pill_56iw91 rc-QuestionPoints__pill" style="height: 1.5rem; border-radius: 1.5rem; line-height: 1.125rem; font-size: 0.75rem; color: rgb(255, 255, 255); font-weight: bold; background-color: rgb(136, 136, 136);"><span class="centerContent_dqfu5r"><span class=""></span><span class="centerContent_dqfu5r-o_O-childContainer_1dy709p"><span>1 / 1 point</span></span></span></span></div></div></div><div class="rc-FormPartsQuestion"><div class="rc-FormPartsQuestion__question"><fieldset><div class="Strong_gjs17i-o_O-weightBold_uvlhiv-o_O-fontBody_56f0wi rc-FormPartsQuestion__prompt"><p class="rc-FormPartsQuestion__questionNumber"><!-- react-text: 453 -->7<!-- /react-text --><!-- react-text: 454 -->.<!-- /react-text --><span class="screenreader-only"><span>Question 7</span></span></p><div id="" class="rc-CML styled" dir="auto"><div><p><strong>If you want to clear out all temporary variables that tensorflow might have from previous sessions, what code do you run?</strong></p></div></div></div><div class="rc-FormPartsQuestion__content"><div class="rc-FormPartCA"><div class="rc-FormPartsMcq"><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUnchecked8515afb6-027a-40a0-e304-faf624c41c49 RadioUnchecked8515afb6-027a-40a0-e304-faf624c41c49Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUnchecked8515afb6-027a-40a0-e304-faf624c41c49">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.565876901869909" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>tf.keras.clear_session</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUnchecked58a83ad9-71f6-46f5-ed19-0191c446ff83 RadioUnchecked58a83ad9-71f6-46f5-ed19-0191c446ff83Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUnchecked58a83ad9-71f6-46f5-ed19-0191c446ff83">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.7187003401902481" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>tf.cache.clear_session()</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUncheckedfabfcc78-ea7f-4e27-9efb-63ceefbe2533 RadioUncheckedfabfcc78-ea7f-4e27-9efb-63ceefbe2533Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUncheckedfabfcc78-ea7f-4e27-9efb-63ceefbe2533">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.10383458501314635" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>tf.cache.backend.clear_session()</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioChecked3fb75839-4be3-4d3a-e860-de97063f4f01 RadioChecked3fb75839-4be3-4d3a-e860-de97063f4f01Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(42, 115, 204); height: 24px; width: 24px;"><title id="RadioChecked3fb75839-4be3-4d3a-e860-de97063f4f01">Radio Checked</title><path d="M12 7c-2.76 0-5 2.24-5 5s2.24 5 5 5 5-2.24 5-5-2.24-5-5-5zm0-5C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.2162717516371604" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>tf.keras.backend.clear_session()&nbsp; </strong></p></div></div></div></span></label></div><div class="rc-GradeNotification rc-GradeNotification--success"><div class="rc-GradeNotification__IconContainer"><svg class="SvgIcon_8wfvj4" viewBox="0 0 48 48" role="img" aria-labelledby="Checkca6e28b8-d419-413a-919c-f39d355c8b13 Checkca6e28b8-d419-413a-919c-f39d355c8b13Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(31, 131, 84); height: 28px; width: 28px;"><title id="Checkca6e28b8-d419-413a-919c-f39d355c8b13">Check</title><polygon points="17.4333333 31.6416667 8.85833333 23.0666667 6 25.925 17.4333333 37.3583333 41.9333333 12.8583333 39.075 10" role="presentation"></polygon></svg></div><div class="rc-GradeNotification__notificationInfoContainer"><div class="rc-GradeNotification__notificationInfo"><div class="Caption_1838hiz-o_O-weightNormal_s9jwp5-o_O-fontBody_56f0wi rc-GradeNotification__label">Correct</div></div></div></div></div></div></div></fieldset></div><div class="rc-FormPartsQuestion__points"><div class="rc-QuestionPoints"><span class="Pill_56iw91 rc-QuestionPoints__pill" style="height: 1.5rem; border-radius: 1.5rem; line-height: 1.125rem; font-size: 0.75rem; color: rgb(255, 255, 255); font-weight: bold; background-color: rgb(136, 136, 136);"><span class="centerContent_dqfu5r"><span class=""></span><span class="centerContent_dqfu5r-o_O-childContainer_1dy709p"><span>1 / 1 point</span></span></span></span></div></div></div><div class="rc-FormPartsQuestion"><div class="rc-FormPartsQuestion__question"><fieldset><div class="Strong_gjs17i-o_O-weightBold_uvlhiv-o_O-fontBody_56f0wi rc-FormPartsQuestion__prompt"><p class="rc-FormPartsQuestion__questionNumber"><!-- react-text: 519 -->8<!-- /react-text --><!-- react-text: 520 -->.<!-- /react-text --><span class="screenreader-only"><span>Question 8</span></span></p><div id="" class="rc-CML styled" dir="auto"><div><p><strong>What happens if you define a neural network with these two layers?</strong></p><p></p><p><strong>tf.keras.layers.Bidirectional(tf.keras.layers.LSTM(32)),</strong></p><p><strong>tf.keras.layers.Bidirectional(tf.keras.layers.LSTM(32)),</strong></p><p><strong>tf.keras.layers.Dense(1),</strong></p></div></div></div><div class="rc-FormPartsQuestion__content"><div class="rc-FormPartCA"><div class="rc-FormPartsMcq"><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioChecked6b8fa007-8e54-4775-91be-f6de329199e9 RadioChecked6b8fa007-8e54-4775-91be-f6de329199e9Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(42, 115, 204); height: 24px; width: 24px;"><title id="RadioChecked6b8fa007-8e54-4775-91be-f6de329199e9">Radio Checked</title><path d="M12 7c-2.76 0-5 2.24-5 5s2.24 5 5 5 5-2.24 5-5-2.24-5-5-5zm0-5C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.3918212296412906" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>Your model will fail because you need return_sequences=True after the first LSTM layer</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUncheckedfa4df637-57e4-4d88-9361-ceb4e4d107a9 RadioUncheckedfa4df637-57e4-4d88-9361-ceb4e4d107a9Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUncheckedfa4df637-57e4-4d88-9361-ceb4e4d107a9">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.19797577534722888" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>Your model will fail because you have the same number of cells in each LSTM</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUnchecked79e2a91d-691c-44fa-cdcb-2ab9bf0e62b9 RadioUnchecked79e2a91d-691c-44fa-cdcb-2ab9bf0e62b9Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUnchecked79e2a91d-691c-44fa-cdcb-2ab9bf0e62b9">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.34562899311809425" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>Your model will compile and run correctly</strong></p></div></div></div></span></label></div><div class="rc-Option rc-Option--isReadOnly"><label class="Checkbox_fpklpp-o_O-readOnly_i07uro"><span class="iconContainer_ghxpt6"><svg class="SvgIcon_8wfvj4" viewBox="0 0 24 24" role="img" aria-labelledby="RadioUncheckedc068f72c-545b-4a6d-96ad-6462a52e6635 RadioUncheckedc068f72c-545b-4a6d-96ad-6462a52e6635Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(189, 189, 189); height: 24px; width: 24px;"><title id="RadioUncheckedc068f72c-545b-4a6d-96ad-6462a52e6635">Radio Unchecked</title><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z" role="presentation"></path></svg></span><input type="radio" class="input_3xha1c" value="0.38360868508071366" name="checkbox" tabindex="0" readonly=""><span class="flex1_mv0w51 p-x-1s font-weight-normal"><div class="rc-Option__option-text"><div id="" class="rc-CML styled" dir="auto"><div><p><strong>Your model will fail because you need return_sequences=True after each LSTM layer</strong></p></div></div></div></span></label></div><div class="rc-GradeNotification rc-GradeNotification--success"><div class="rc-GradeNotification__IconContainer"><svg class="SvgIcon_8wfvj4" viewBox="0 0 48 48" role="img" aria-labelledby="Checkeaf7f963-8fc6-4a7b-f308-d3f34f844ff3 Checkeaf7f963-8fc6-4a7b-f308-d3f34f844ff3Desc" xmlns="http://www.w3.org/2000/svg" style="fill: rgb(31, 131, 84); height: 28px; width: 28px;"><title id="Checkeaf7f963-8fc6-4a7b-f308-d3f34f844ff3">Check</title><polygon points="17.4333333 31.6416667 8.85833333 23.0666667 6 25.925 17.4333333 37.3583333 41.9333333 12.8583333 39.075 10" role="presentation"></polygon></svg></div><div class="rc-GradeNotification__notificationInfoContainer"><div class="rc-GradeNotification__notificationInfo"><div class="Caption_1838hiz-o_O-weightNormal_s9jwp5-o_O-fontBody_56f0wi rc-GradeNotification__label">Correct</div></div></div></div></div></div></div></fieldset></div><div class="rc-FormPartsQuestion__points"><div class="rc-QuestionPoints"><span class="Pill_56iw91 rc-QuestionPoints__pill" style="height: 1.5rem; border-radius: 1.5rem; line-height: 1.125rem; font-size: 0.75rem; color: rgb(255, 255, 255); font-weight: bold; background-color: rgb(136, 136, 136);"><span class="centerContent_dqfu5r"><span class=""></span><span class="centerContent_dqfu5r-o_O-childContainer_1dy709p"><span>1 / 1 point</span></span></span></span></div></div></div></div><div></div></div></div></div></div></div></div></div></div></div></body></html>